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Models and Prepared Datasets for Convolutional Long Short-Term Memory (ConvLS...
The dataset contains trained ConvLSTM models for heat plume extension and the prepared dataset for training and testing. In this repo the code for model training and dataset... -
Datasets: 6 Heat Pumps, Simulation - Raw + Prepared
This dataset serves as training data for modeling the temperature field emanating from several open loop groundwater heat pumps (six heat pumps, randomly placed). It is... -
Models and Prepared Datasets for LG-CNN
Models trained with Heat Plume Prediction and datasets prepared with Heat Plume Prediction into reasonable format, reduced set of in/outputs, 2D, normalization used to train... -
Results for pseudo-3D Stokes simulations with a geometry-informed drag term f...
Content: This data set includes all the necessary input data to fully replicate the benchmarks and applications in Krach et al.(2024). In addition, the results for all solvers... -
Code and benchmarks for geometry-informed drag term computation for pseudo-3D...
Content: This data set includes snapshots of the code used to compute the benchmarks and applications in Krach et al.(2024). All software tools provided enable the user to... -
Datasets: 100 Heat Pumps + Synthetic Permeability Fields, Simulation - Raw, 3...
This data set serves as training and testing data for modelling the temperature field emanating from open loop groundwater heat pumps (100, randomly placed). It is simulated... -
Image processing code for characterization of multiphase flow in porous media
This work utilizes microfluidic experiments to gather data captured as snapshots during the experiments. These snapshots provide real-time information and undergo image... -
Replication Data for: Rayleigh invariance allows the estimation of effective ...
This dataset features both data and code related to the research article titled "Rayleigh Invariance Enables Estimation of Effective CO2 Fluxes Resulting from Convective... -
Raw Simulation Datasets for Extending Heat Plumes
These data sets serve as training and testing data for modelling the extension of temperature field emanating from one groundwater heat pump. There are simulated with Pflotran... -
Primary drainage experiments and fractal dimensions
The current repository contains raw data in the shape of images collected during a systematic laboratory study, examining the usability of the fractal dimension in the... -
Replication Code for: Rayleigh invariance allows the estimation of effective ...
This dataset consists of software code associated with the publication titled "Rayleigh Invariance Enables Estimation of Effective CO2 Fluxes Resulting from Convective... -
Models and Prepared Datasets for the First Stage
Models trained with Heat Plume Prediction and datasets prepared with Heat Plume Prediction into reasonable format + normalization etc, used for training these models. Last... -
Models and Prepared Datasets for the Second Stage
Models trained with Heat Plume Prediction and datasets prepared with Heat Plume Prediction into reasonable format + normalization etc, used for training these models. Last... -
POREMAPS 1.0.0: Code, Benchmarks, Applications
Initial release 1.0.0 for POREMAPS, PORous Media Anisotropic Permeability Solver for Stokes flow including benchmarks and applications according to Krach et al. (2024). POREMAPS... -
Dataset: Single Heat Pump Simulation - Prepared "Learn Params", 100 Data Points
This data set serves as training data for modelling the temperature field emanating from a groundwater heat pump. It is simulated with Pflotran, preprocessed with python and... -
Dataset: Two Heat Pumps Simulation - Raw, 1000 Data Points
This data set serves as training data for modelling the temperature field emanating from two groundwater heat pumps (one fixed, one randomly placed). It is simulated with... -
Dataset: Two Heat Pumps Simulation - Raw, 100 Data Points
This data set serves as training data for modelling the temperature field emanating from two groundwater heat pumps (one fixed, one randomly placed). It is simulated with... -
Dataset: Single Heat Pump Simulation - Raw, 1000 Data Points
This data set serves as training data for modelling the temperature field emanating from a groundwater heat pump. It is simulated with Pflotran and saved in h5 format. It... -
Dataset: Single Heat Pump Simulation - Raw, 100 Data Points
This data set serves as training data for modelling the temperature field emanating from a groundwater heat pump. It is simulated with Pflotran and saved in h5 format. It... -
Visual characterization of displacement processes in porous media
This dataset correlates to the submitted article to IEEE VIS 2023, entitled “Visual Analysis of Displacement Processes in Porous Media using Spatio-Temporal Flow Graphs”, by...
